Challenges and Common Pitfalls in AI-Assisted Coding

Challenges and common pitfalls in AI-assisted coding usually stem from skill gaps, unchecked automation, and weak safeguards around code quality and security. Developers used AI coding tools weekly, yet many teams still shipped fragile or inefficient code. We have seen…



![[how does code quality compare between methods] Visual comparison of development challenges and quality metrics across methods.](https://securecodingpractices.com/wp-content/uploads/2026/01/how-does-code-quality-compare-between-methods1-768x512.jpg)





